Machine Learning Tutorials and Examples with MATLAB

Online Tutorials

Learn the fundamentals behind machine learning, understand the difference between unsupervised and supervised learning, and watch an example of machine learning workflow.
Explore applied machine learning topics such as feature engineering and techniques to transform raw data into features, ROC curves to compare and assess results, and hyperparameter optimization to find the best set of parameters.
Enroll in our 4-course series on Coursera to build your skills in data science and apply them to real-world examples.
Read the ebook to go step by step from machine learning basics to advanced techniques and algorithms.

Instructor-Led Courses

Use MATLAB to create regression, classification, and clustering models and optimize their performance.
Make MATLAB code run faster. Compile MATLAB code into MEX files and solve computationally and data-intensive problems using multicore processors, GPUs, and computer clusters.
Learn the analytics, signal processing, and machine learning techniques needed for predictive maintenance and condition monitoring workflows.